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AI Stylist ChatGPT Vs Human Fashion Experts

2025-07-02Katherine Tangalakis-Lippert, Kelsey Vlamis4 minutes read
Ai
Fashion
Chatgpt

Artificial intelligence is quickly becoming a go-to tool for everything from professional development to improving your dating game. But can it conquer the nuanced world of fashion? We put OpenAI's ChatGPT to the test to see if it could replace a human stylist. The results were... mixed.

The author with two AI-generated outfit suggestions created by ChatGPT.

The AI Fashion Challenge

Two Business Insider reporters decided to use ChatGPT as their virtual stylist. By uploading their photos, they tasked the AI with creating custom color palettes and a series of outfits for various occasions. One reporter needed looks that could go from walking the dogs to reporting in the field. The other, a journalist in Los Angeles, wanted outfits that could transition from work events to dinner at a trendy restaurant. ChatGPT was able to generate style lookbooks and recommend color palettes, which could be a great starting point for anyone unsure how to build a wardrobe.

However, the initial lookbook was far from a perfect match for the reporter's described style. After some feedback and refinement, ChatGPT's suggestions improved, but they remained too basic to be genuinely inspiring.

The initial ChatGPT-generated lookbook was not even close to the reporter's style.

Man vs Machine The Stylists Weigh In

To get a professional opinion, we showed the AI's work to three human stylists. Their reactions were split. While they saw some potential, they weren't worried about AI taking their jobs just yet.

"Let me start by saying I was pretty impressed by the overall results," said Charline Zeroual, a sustainable wardrobe stylist, noting that "the color palette seems to be right." The problem, she and others pointed out, was that the suggestions were missing "soul." The outfits were functional but generic, with no patterns, prints, or standout accessories. The AI failed to grasp the nuances of dressing for different professions or climates.

"It's too generic," agreed Amanda Massi, a luxury personal stylist. "You're going to get pretty Pinterest-y, cookie-cutter results that aren't really speaking to your true lifestyle." Stylist Dacy Gillespie was even more direct: "I'm not worried for my job."

Even after refinement, ChatGPT's lookbook remained too basic.

We also tested ChatGPT's skills as a personal shopper, asking it to find specific items. The performance was decent, but not great. When prompted to find a specific style of brown moto boots, its top recommendation was surprisingly good. The catch? It was the exact same top result from a simple Google search, and Google's other results were more accurate.

ChatGPT's personal shopping results were no better than a standard search engine.

Worse still, ChatGPT's recommendations often led to broken links or completely wrong products. In one case, a link for olive green utility trousers took us to a page selling a pink bikini—a significant and unhelpful error.

Google provided the same top recommendation as ChatGPT, but with better follow-up results.

The Verdict Is AI The Future of Styling

Human stylists believe that AI, in its current form, can't replicate their work. Massi explained that a crucial part of her process is visiting a client's closet to understand their existing style and pick up on nonverbal cues—something a computer program cannot do. "To communicate your creative language to a computer program, I think it's very difficult to do accurately," she said.

Despite the limitations, the stylists agreed that AI could be a useful tool for brainstorming. "It can act as a starting point," Gillespie noted. There's excitement about future possibilities, like a digital closet that uses AI to create new outfits from clothes you already own. But for now, we're still a long way from a "Clueless"-level smart closet. The personal, creative, and intuitive touch of a human stylist remains irreplaceable.

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